Failure-Aware Gaussian Process Optimization with Regret Bounds. - Shogo Iwazaki; Shion Takeno; Tomohiko Tanabe; Mitsuru Irie (NeurIPS, 2023)

Risk Seeking Bayesian Optimization under Uncertainty for Obtaining Extremum. - Shogo Iwazaki; Tomohiko Tanabe; Mitsuru Irie; Shion Takeno; Yu Inatsu (AISTATS, 2024)

No-Regret Bayesian Optimization with Stochastic Observation Failures. - Shogo Iwazaki; Tomohiko Tanabe; Mitsuru Irie; Shion Takeno; Kota Matsui; Yu Inatsu (AISTATS, 2025)